He was expecting an attic full of cobwebs. He was not expecting this. Rows of antique typewriters sat on shelves. He reached out and touched one. They all seemed to be in perfect condition.

He found a single, typed sheet of paper. It was a short story, a story that felt… familiar. He read it, his pulse quickening. He sat down heavily on a dusty trunk. He thought he knew what was going on. But he wasn’t sure he wanted to know.

He needed to get out of the attic. He scrambled to his feet, knocking over a stack of newspapers, the noise shattering the silence.

Emotion: bewildered

Cluster: Surprise / Confusion
PC1 (Valence): -1.87 Negative
PC2 (Disposition): -0.48

Role in Research

This story is one of 1,000 stories generated for the emotion bewildered. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 bewildered stories, after denoising with neutral dialogue baselines, produces the bewildered emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the bewildered vector is projected through the unembedding matrix.

Promoted:
будто0.300
ness0.255
像是0.241
worse0.231
Worse0.219
Suppressed:
la-0.373
மகி-0.229
happy-0.226
ecstatic-0.226
K-0.219